Title of article :
Design of variable resolution for model selection
Author/Authors :
Lin، نويسنده , , C. Devon and Morrill، نويسنده , , Susanne، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2014
Abstract :
Designs of variable resolution were introduced for practical situations where interactions arise only within certain factors. Optimal designs of variable resolution based on the minimum G 2 -aberration criterion and design efficiency are provided. A simulation study is carried out to demonstrate the merit of designs of variable resolution in model selection. Some comments are made on the performance of optimal designs of variable resolution in using certain model selection methods.
Keywords :
orthogonal array , Dantzig selector , Bayesian variable selection , Interaction , Generalized minimum aberration , Hadamard matrix
Journal title :
Journal of Statistical Planning and Inference
Journal title :
Journal of Statistical Planning and Inference